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Jie
Zou
,
PhD
Research Engineer
Location: 
38A
/
10S1015H
Phone Number: (
301
827-4779
Expertise and Research Interests: 

Jie Zou received the BE and ME from Shanghai Jiao Tong University, Shanghai, China, and PhD from Rensselaer Polytechnic Institute, Troy, New York, all in electrical and computer engineering. At the Communications Engineering Branch of The Lister Hill National Center for Biomedical Communications, he conducts research on information retrieval from online HTML medical journal articles, text categorization, and natural language processing. His research interest is in the areas of statistical pattern recognition, machine learning, data mining, information retrieval, image processing and computer vision.

Professional Activities: 

Dr. Zou has published over 20 articles on various technical journals and conference proceedings, in the fields of document processing, machine learning, image processing and computer vision. . He serves as a reviewer for several journals, including Pattern Recognition Letters, International Journal on Document Analysis and Recognition, IEEE Trans on Image Processing, IEEE Trans on Information Forensics and Security, IEEE Multimedia, IEEE Trans on Systems, Man, and Cybernetics, Computer Vision and Image Understanding, Journal of Network and Computer Applications, etc. and serves as a committee member for several conferences. He currently serves as an associate editor for Pattern Recognition Letters. Dr. Zou is a member of the IEEE and the IEEE Computer Society.

Honors and Awards: 

Dr. Jie Zou received 2012 NLM Special Act/Service awards for his contributions to Publisher Data Review System.

Publications/Tools by Jie Zou: 
Narum R, Zou J, Antani SK. Semi-Automated Ground-Truth Data Collection and Annotation for Journal Figure Analysis. 2016 NIH Research Festival
Zhang X, Zou J, Le DX, Thoma GR. Combining Discriminative SVM models for the Improved Recognition of Investigator Names in Medical Articles. Proceedings of SPIE Volume 8658, Document Recognition and Retrieval XX, IS&T/SPIE Electronic Imaging 2013.
Zhang X, Zou J, Le DX, Thoma GR. A structural SVM approach for reference parsing. BMC Bioinformatics. 2011 Jun 9;12 Suppl 3:S7. doi: 10.1186/1471-2105-12-S3-S7.
Zhang X, Zou J, Le DX, Thoma GR. Investigator Name Recognition From Medical Journal Articles: A Comparative Study of SVM and Structural SVM International Workshop on Document Analysis Systems. June 2010:121-8
Zou J, Le DX, Thoma GR. Locating and parsing bibliographic references in HTML medical articles. Int J Doc Anal Recognit. 2010 Jun 1;13(2):107-119.
Zhang X, Zou J, Le DX, Thoma GR. A Stacked Sequential Learning Method For Investigator Name Recognition From Web-based Medical Articles 17th Document Recognition and Retrieval Conference (SPIE-DR&R). San Jose, CA. January 2010;7534:753404-7
Zhang X, Zou J, Le DX, Thoma GR. A Semi-supervised Learning Method to Classify Grant Support Zone in Web-based Medical Articles Proc SPIE Electronic Imaging Science and Technology, Document Recognition and Retrieval. January 2009;7247:7247 OW(1-8)
Thoma GR, Le DX, Kim I, Kim JW, Moon C, Tran L, Zou J. Automation to Accelerate the Production of MEDLINE April 2008 Technical Report to the LHNCBC Board of Scientific Counselors.
Zou J, Le DX, Thoma GR. Extracting a Sparsely-Located Named Entity from Online HTML Medical Articles Using Support Vector Machine Proc SPIE-IS/T Electronic Imaging. San Jose, CA. January 2008;6815:6815OP(1-10)
Zou J, Le DX, Thoma GR. Online Medical Journal Article Layout Analysis Proc SPIE-IS&T Electronic Imaging 2007, SPIE Vol. 6500: 65000V (1-12)

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